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This post covers Opus 5’s improvements and practical guidance for AI engineers integrating the model into agentic systems and production inference workloads on Amazon Bedrock. See the documentation for Claude Platform on AWS. Link to article: …
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Docker brought together enterprise security leaders to tackle agentic AI's biggest challenge: how to govern AI agents without slowing developers down. Here's what they said. Link to article: https://www.docker.com/blog/agentic-ai-needs-guardrails-not-guesswork/
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Learn the architecture and design decisions behind an explainable next-best-product recommendation system for banking, built with Amazon SageMaker AI and PyTorch. A multi-tower neural network with learned attention delivers accurate, per-customer recommendations while providing the explainability that banking …
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OpenAI GPT-5.6 Sol, Terra, and Luna are now generally available on Amazon Bedrock. Learn how to select a model, run inference through the Responses API on the bedrock-mantle endpoint, reduce cost with prompt caching, connect the OpenAI Codex coding agent, and plan for quotas and scaling. Link to article: …
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So far, we have handled the case of a non-marshalable delegate by wrapping it in a delegate that fails with CO_E_NOT_SUPPORTED if used in a manne Link to article: https://devblogs.microsoft.com/oldnewthing/20260724-00/?p=112562
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Learn how to use the Strangler Fig pattern in C# to incrementally migrate a monolith to microservices. Step-by-step guide with real .NET code and YARP routing examples. Link to article: https://www.devleader.ca/2026/07/24/strangler-fig-pattern-in-c-refactoring-a-monolith-to-microservices
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Recently we introduced the Agent Memory Toolkit Link to article: https://devblogs.microsoft.com/cosmosdb/native-agent-memory-for-microsoft-agent-framework-powered-by-azure-cosmos-db
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When IntelliJ IDEA 2026.1 arrived, creating a new IntelliJ Platform plugin became simpler. It replaced the old IDE plugin generator and the IntelliJ Platform Plugin Template with the new web-API-based IDE plugin generator, which combines the best parts of the previous approaches. The new IDE plugin generator is …
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We’ve released updates for multiple major MPS versions that fix several additional issues. DOWNLOAD MPS What’s new Among the shared updates, two fixes backported from 2026.1 are worth highlighting: MPS-38409 – The new read-only-inspector style applies the read-only property to all editor cells in the inspector. When …
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I generally try to avoid copying blobs in Azure and just reference a single copy, but there are some situations where you do need to make a copy. The technique you choose can make a big difference to how long that copy takes. For example, the "naive" approach of downloading the source and re-uploading it to …
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In this post, we explain how Amazon Bedrock Guardrails can be configured for code generation workflows with coding assistants to overcome these constraints. With these best practices, you can build an efficient blueprint helping you with effective capacity planning with robust safety coverage. Link to article: …
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The Microsoft 365 Copilot Agent’s Playbook: A Practical Livestream Series for Building Better Agents
Building on Microsoft 365 Copilot? Here's your playbook. Declarative agents are quickly becoming one of the most excit Link to article: https://devblogs.microsoft.com/blog/the-microsoft-365-copilot-agents-playbook-a-practical-livestream-series-for-building-better-agents
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Next month I'm hosting a free webinar on Vertical Slice Architecture, DDD, and how they fit in with AI-assisted development. I, like a lot of developers, have embraced AI assistance for designing and building systems. While these tools can accelerate the creation of code, they don' Link to article: …
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Most multi-agent apps wire every flow in application code: the sequence of steps, branching, and handoffs between agents all live inside the program, making the orchestration harder to review, version, and change. Declarative workflows make that orchestration ex Link to article: …
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Together, Motorway and AWS built an end-to-end evaluation pipeline that reduced incorrect results from 1 in 8 queries to 1 in 50 and cut issue detection time from few hours to few minutes. The pipeline combines the Strands Agents SDK with Amazon Bedrock AgentCore, a fully managed service for deploying and operating AI …
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In this post, we explore how Jefferies overcame these challenges with a solution built on Strands Agents, an agent harness SDK for building AI agents that can reason, plan, and act by orchestrating calls to foundation models (FMs) and external tools. The solution uses large language models (LLMs), Amazon Bedrock, and …
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This post shows you how to build multi-Region carrier performance dashboards in Quick Sight using Highcharts custom visualizations to overcome native chart limitations. You will learn how to maintain data sovereignty across AWS Regions while creating unified visualizations through the Quick Sight federated dataset …
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Amazon Bedrock AgentCore optimization surfaces silent behavioral failures in production AI agents: the ones that pass every health check but still deliver wrong outcomes. Learn how insights discovers, explains, and ranks failure patterns across sessions so you can fix the highest-impact issues first. Link to article: …
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This post focuses on why classic retrieval falls short on multi-part questions, how the AgenticRetrieveStream API works (including request construction and trace parsing), and when to choose it over the standard Retrieve API. Link to article: …
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Big news: Azure SQL Developer is here, in private preview. It's the Azure SQL Databa Link to article: https://devblogs.microsoft.com/azure-sql/azure-sql-developer-prpr
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